| Number of Variables | 9 |
|---|---|
| Number of Rows | 20640 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 1.4 MB |
| Average Row Size in Memory | 72.0 B |
| Variable Types |
|
| AveRooms is skewed | Skewed |
|---|---|
| AveBedrms is skewed | Skewed |
| Population is skewed | Skewed |
| AveOccup is skewed | Skewed |
| Latitude is skewed | Skewed |
| Longitude is skewed | Skewed |
| Longitude has 20640 (100.0%) negatives | Negatives |
numerical
| Approximate Distinct Count | 12928 |
|---|---|
| Approximate Unique (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 3.8707 |
| Minimum | 0.4999 |
| Maximum | 15.0001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.4999 |
|---|---|
| 5-th Percentile | 1.6006 |
| Q1 | 2.5634 |
| Median | 3.5348 |
| Q3 | 4.7432 |
| 95-th Percentile | 7.3003 |
| Maximum | 15.0001 |
| Range | 14.5002 |
| IQR | 2.1799 |
| Mean | 3.8707 |
|---|---|
| Standard Deviation | 1.8998 |
| Variance | 3.6093 |
| Sum | 79890.6495 |
| Skewness | 1.6465 |
| Kurtosis | 4.951 |
| Coefficient of Variation | 0.4908 |
numerical
| Approximate Distinct Count | 52 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 28.6395 |
| Minimum | 1 |
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 18 |
| Median | 29 |
| Q3 | 37 |
| 95-th Percentile | 52 |
| Maximum | 52 |
| Range | 51 |
| IQR | 19 |
| Mean | 28.6395 |
|---|---|
| Standard Deviation | 12.5856 |
| Variance | 158.3963 |
| Sum | 591119 |
| Skewness | 0.06033 |
| Kurtosis | -0.8007 |
| Coefficient of Variation | 0.4394 |
numerical
| Approximate Distinct Count | 19392 |
|---|---|
| Approximate Unique (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 5.429 |
| Minimum | 0.8462 |
| Maximum | 141.9091 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.8462 |
|---|---|
| 5-th Percentile | 3.4323 |
| Q1 | 4.4407 |
| Median | 5.2291 |
| Q3 | 6.0524 |
| 95-th Percentile | 7.6402 |
| Maximum | 141.9091 |
| Range | 141.0629 |
| IQR | 1.6117 |
| Mean | 5.429 |
|---|---|
| Standard Deviation | 2.4742 |
| Variance | 6.1215 |
| Sum | 112054.5547 |
| Skewness | 20.6964 |
| Kurtosis | 879.14 |
| Coefficient of Variation | 0.4557 |
numerical
| Approximate Distinct Count | 14233 |
|---|---|
| Approximate Unique (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 1.0967 |
| Minimum | 0.3333 |
| Maximum | 34.0667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.3333 |
|---|---|
| 5-th Percentile | 0.9391 |
| Q1 | 1.0061 |
| Median | 1.0488 |
| Q3 | 1.0995 |
| 95-th Percentile | 1.273 |
| Maximum | 34.0667 |
| Range | 33.7333 |
| IQR | 0.09345 |
| Mean | 1.0967 |
|---|---|
| Standard Deviation | 0.4739 |
| Variance | 0.2246 |
| Sum | 22635.3751 |
| Skewness | 31.3147 |
| Kurtosis | 1636.3152 |
| Coefficient of Variation | 0.4321 |
numerical
| Approximate Distinct Count | 3888 |
|---|---|
| Approximate Unique (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 1425.4767 |
| Minimum | 3 |
| Maximum | 35682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3 |
|---|---|
| 5-th Percentile | 348 |
| Q1 | 787 |
| Median | 1166 |
| Q3 | 1725 |
| 95-th Percentile | 3288 |
| Maximum | 35682 |
| Range | 35679 |
| IQR | 938 |
| Mean | 1425.4767 |
|---|---|
| Standard Deviation | 1132.4621 |
| Variance | 1.2825e+06 |
| Sum | 2.9422e+07 |
| Skewness | 4.9355 |
| Kurtosis | 73.535 |
| Coefficient of Variation | 0.7944 |
numerical
| Approximate Distinct Count | 18841 |
|---|---|
| Approximate Unique (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 3.0707 |
| Minimum | 0.6923 |
| Maximum | 1243.3333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.6923 |
|---|---|
| 5-th Percentile | 1.8725 |
| Q1 | 2.4297 |
| Median | 2.8181 |
| Q3 | 3.2823 |
| 95-th Percentile | 4.3334 |
| Maximum | 1243.3333 |
| Range | 1242.641 |
| IQR | 0.8525 |
| Mean | 3.0707 |
|---|---|
| Standard Deviation | 10.386 |
| Variance | 107.87 |
| Sum | 63378.3225 |
| Skewness | 97.6325 |
| Kurtosis | 10648.4303 |
| Coefficient of Variation | 3.3824 |
numerical
| Approximate Distinct Count | 862 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 35.6319 |
| Minimum | 32.54 |
| Maximum | 41.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 32.54 |
|---|---|
| 5-th Percentile | 32.82 |
| Q1 | 33.93 |
| Median | 34.26 |
| Q3 | 37.71 |
| 95-th Percentile | 38.96 |
| Maximum | 41.95 |
| Range | 9.41 |
| IQR | 3.78 |
| Mean | 35.6319 |
|---|---|
| Standard Deviation | 2.136 |
| Variance | 4.5623 |
| Sum | 735441.62 |
| Skewness | 0.4659 |
| Kurtosis | -1.1178 |
| Coefficient of Variation | 0.05995 |
numerical
| Approximate Distinct Count | 844 |
|---|---|
| Approximate Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | -119.5697 |
| Minimum | -124.35 |
| Maximum | -114.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 20640 |
| Negatives (%) | 100.0% |
| Minimum | -124.35 |
|---|---|
| 5-th Percentile | -122.47 |
| Q1 | -121.8 |
| Median | -118.49 |
| Q3 | -118.01 |
| 95-th Percentile | -117.08 |
| Maximum | -114.31 |
| Range | 10.04 |
| IQR | 3.79 |
| Mean | -119.5697 |
|---|---|
| Standard Deviation | 2.0035 |
| Variance | 4.0141 |
| Sum | -2.4679e+06 |
| Skewness | -0.2978 |
| Kurtosis | -1.3301 |
| Coefficient of Variation | -0.01676 |
numerical
| Approximate Distinct Count | 3842 |
|---|---|
| Approximate Unique (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 330240 |
| Mean | 2.0686 |
| Minimum | 0.15 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.15 |
|---|---|
| 5-th Percentile | 0.662 |
| Q1 | 1.196 |
| Median | 1.797 |
| Q3 | 2.6472 |
| 95-th Percentile | 4.8981 |
| Maximum | 5 |
| Range | 4.85 |
| IQR | 1.4512 |
| Mean | 2.0686 |
|---|---|
| Standard Deviation | 1.154 |
| Variance | 1.3316 |
| Sum | 42695.0406 |
| Skewness | 0.9777 |
| Kurtosis | 0.3275 |
| Coefficient of Variation | 0.5579 |